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adata.h5ad

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 version https://git-lfs.github.com/spec/v1
-oid sha256:fd232c4dbdf536ed67385896e70727ba5a0122c659580cc0fa8c025e6c80ebb6
+oid sha256:8bd26b0ce9b8723d306734866360a9cd53a1abb837d7b6b4e7eb009f513e6710
 size 425612113

metrics.json

@@ -1,5 +1,5 @@
 {
-    "cell_wise_cv": "| Metric                  | Training Value | Validation Value |\n|-------------------------|----------------|------------------|\n| Mean Absolute Error | 1.82  | 1.83           |\n| Pearson Correlation | 0.71  | 0.72  |\n| Spearman Correlation | 0.85 | 0.85  |\n| R\u00b2 (R-Squared) | -0.05  | -0.07      |",
-    "gene_wise_cv": "| Metric                  | Training Value |\n|-------------------------|----------------|\n| Mean Absolute Error | 25.70   |\n| Pearson Correlation | 0.41  |\n| Spearman Correlation | 0.49 |\n| R\u00b2 (R-Squared) | -18.87  |",
-    "diff_exp": "| Index | gene_f1 | lfc_mae | lfc_pearson | lfc_spearman | roc_auc | pr_auc | n_cells |\n| --- | --- | --- | --- | --- | --- | --- | --- |\n| pancreatic acinar cell | 0.90 | 1.07 | 0.56 | 0.71 | 0.14 | 0.88 | 5534.00 |\n| pancreatic ductal cell | 0.91 | 1.75 | 0.53 | 0.82 | 0.54 | 0.94 | 2431.00 |\n| endothelial cell | 0.81 | 2.96 | 0.29 | 0.54 | 0.59 | 0.95 | 2100.00 |\n| myeloid cell | 0.73 | 2.91 | 0.31 | 0.61 | 0.57 | 0.95 | 1862.00 |\n| T cell | 0.56 | 5.22 | 0.07 | 0.24 | 0.47 | 0.84 | 573.00 |\n| pancreatic stellate cell | 0.50 | 5.04 | 0.15 | 0.35 | 0.52 | 0.87 | 393.00 |\n| B cell | 0.52 | 7.58 | 0.23 | 0.35 | 0.42 | 0.78 | 144.00 |\n| type B pancreatic cell | 0.13 | 7.72 | 0.20 | 0.25 | 0.37 | 0.86 | 99.00 |\n| pancreatic A cell | 0.19 | 10.23 | 0.18 | 0.23 | 0.40 | 0.74 | 71.00 |\n| pancreatic PP cell | 0.36 | 9.35 | 0.22 | 0.28 | 0.40 | 0.82 | 71.00 |\n| plasma cell | 0.12 | 7.44 | 0.27 | 0.12 | 0.44 | 0.89 | 63.00 |\n| mast cell | 0.58 | 11.19 | 0.18 | 0.27 | 0.48 | 0.81 | 53.00 |\n| fibroblast | 0.36 | 7.38 | 0.38 | 0.28 | 0.40 | 0.75 | 47.00 |\n| mature NK T cell | 0.41 | 7.82 | 0.38 | 0.29 | 0.42 | 0.72 | 47.00 |"
+    "cell_wise_cv": "| Metric                  | Training Value | Validation Value |\n|-------------------------|----------------|------------------|\n| Mean Absolute Error | 1.81  | 1.82           |\n| Pearson Correlation | 0.71  | 0.72  |\n| Spearman Correlation | 0.85 | 0.85  |\n| R\u00b2 (R-Squared) | -0.06  | -0.05      |",
+    "gene_wise_cv": "| Metric                  | Training Value |\n|-------------------------|----------------|\n| Mean Absolute Error | 25.72   |\n| Pearson Correlation | 0.41  |\n| Spearman Correlation | 0.49 |\n| R\u00b2 (R-Squared) | -18.93  |",
+    "diff_exp": "| Index | gene_f1 | lfc_mae | lfc_pearson | lfc_spearman | roc_auc | pr_auc | n_cells |\n| --- | --- | --- | --- | --- | --- | --- | --- |\n| pancreatic acinar cell | 0.91 | 1.04 | 0.58 | 0.72 | 0.14 | 0.88 | 5534.00 |\n| pancreatic ductal cell | 0.92 | 1.73 | 0.54 | 0.82 | 0.53 | 0.94 | 2431.00 |\n| endothelial cell | 0.81 | 2.96 | 0.30 | 0.55 | 0.59 | 0.95 | 2100.00 |\n| myeloid cell | 0.74 | 2.91 | 0.31 | 0.60 | 0.57 | 0.95 | 1862.00 |\n| T cell | 0.58 | 5.19 | 0.09 | 0.27 | 0.46 | 0.84 | 573.00 |\n| pancreatic stellate cell | 0.53 | 5.03 | 0.16 | 0.37 | 0.53 | 0.87 | 393.00 |\n| B cell | 0.53 | 7.59 | 0.23 | 0.35 | 0.44 | 0.79 | 144.00 |\n| type B pancreatic cell | 0.14 | 7.86 | 0.18 | 0.23 | 0.36 | 0.85 | 99.00 |\n| pancreatic A cell | 0.20 | 10.07 | 0.20 | 0.25 | 0.38 | 0.73 | 71.00 |\n| pancreatic PP cell | 0.35 | 9.41 | 0.21 | 0.27 | 0.40 | 0.82 | 71.00 |\n| plasma cell | 0.08 | 7.40 | 0.29 | 0.13 | 0.43 | 0.89 | 63.00 |\n| mast cell | 0.56 | 10.93 | 0.22 | 0.28 | 0.48 | 0.81 | 53.00 |\n| fibroblast | 0.37 | 7.56 | 0.36 | 0.25 | 0.40 | 0.74 | 47.00 |\n| mature NK T cell | 0.45 | 7.64 | 0.40 | 0.29 | 0.40 | 0.71 | 47.00 |"
 }